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Fitting Models to Biological Data Using Linear and Nonlinear Regression: A Practical Guide to Curve Fitting - Softcover

Motulsky, Harvey

  • 3.67 out of 5 stars
    6 ratings by Goodreads
 
9780195171808: Fitting Models to Biological Data Using Linear and Nonlinear Regression: A Practical Guide to Curve Fitting
Softcover
ISBN 10: 0195171802 ISBN 13: 9780195171808
Publisher: Oxford University Press, 2004

Synopsis

Most biologists use nonlinear regression more than any other statistical technique, but there are very few places to learn about curve-fitting. This book, by the author of the very successful Intuitive Biostatistics, addresses this relatively focused need of an extraordinarily broad range of scientists.

"synopsis" may belong to another edition of this title.

About the Author

Arthur Christopoulos is at University of Melbourne.

From the Inside Flap

"This well-written book fills a major need for biomedical researchers -- an explanation of nonlinear regression that is simple, deep, insightful and practical."
Lee E. Limbird, Ph.D.
Dept. Pharmacology Vanderbilt University

"Because the data from many of the experiments in my laboratory are analyzed by curve fitting, it is important that my postdoctoral fellows, students and senior technicians understand the basic principles of nonlinear regression. But it has been hard for them to do so. Basic statistics books don't discuss curve fitting, advanced books on nonlinear regression tend to be too mathematical, and the manuals that come with computer programs tend to be too narrow. Motulsky and Christopolous do a excellent job of explaining the principles of curve fitting (with enough but not too much math) along with practical discussions of how to pick a model, how to make sense of results, what to do when the results appear to be nonsense and how to compare curves. I enthusiastically recommend this book to anyone doing research in pharmacology, biophysics or biochemistry -- especially for those generating dose-response, ligand binding or enzyme kinetic data (as these are discussed in detail). "
David B. Bylund, Ph.D.
Professor of Pharmacology
University of Nebraska Medical Center

"About this title" may belong to another edition of this title.

Publisher
Oxford University Press
Publication date
2004
Language
English
ISBN 10 
0195171802
ISBN 13 
9780195171808
Binding
Paperback
Edition number
1
Number of pages
352
Rating
  • 3.67 out of 5 stars
    6 ratings by Goodreads